{"id":"W2765808298","doi":"10.1139/h11-063","title":"Evidence-based risk assessment and recommendations for physical activity clearance: diabetes mellitus and related comorbidities<sup>1</sup>This paper is one of a selection of papers published in this Special Issue, entitled Evidence-based risk assessment and recommendations for physical activity clearance, and has undergone the Journal’s usual peer review process.","year":2011,"lang":"en","type":"review","venue":"Applied Physiology Nutrition and Metabolism","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Prediabetes; Medicine; Diabetes mellitus; Randomized controlled trial; Adverse effect; MEDLINE; Physical therapy; Hypoglycemia; Type 2 diabetes; Intensive care medicine; Systematic review; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07063769,0.002601986,0.008299534,0.01456607,0.001184247,0.008877768,0.008618505,0.01027528,0.01541593],"category_scores_gemma":[0.3115934,0.002600973,0.010923,0.009556136,0.001350431,0.005359652,0.005383643,0.009419662,0.009736899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005007627,"about_ca_system_score_gemma":0.01776355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004602319,"about_ca_topic_score_gemma":0.005958735,"domain_scores_codex":[0.9126479,0.03252063,0.03124525,0.001585611,0.02071328,0.001287296],"domain_scores_gemma":[0.6776425,0.169261,0.04883027,0.006055844,0.09442309,0.003787341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004389302,0.0002144209,0.001284514,0.2670389,0.003938169,0.0002022579,0.0004587037,0.0007404814,0.0003600736,0.003476148,0.3188288,0.4030187],"study_design_scores_gemma":[0.000757819,0.0001961135,0.003443921,0.62967,0.005536688,0.0002632524,0.0002972878,0.0008610376,0.0003646769,0.007059407,0.3513366,0.0002132068],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001796114,0.7709093,0.02581316,0.1188413,0.03694435,0.01650872,0.00922208,0.001590216,0.01837474],"genre_scores_gemma":[0.01720852,0.7076851,0.1839903,0.0325821,0.01148609,0.02233845,0.01712496,0.0005394661,0.007045086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07063769,"threshold_uncertainty_score":0.3735723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07820503356946289,"score_gpt":0.3582629511978261,"score_spread":0.2800579176283632,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}